Ibm watson

Das
GRIN Verlag
EUR 13,99
Fachbuch aus dem Jahr 2016 im Fachbereich Ingenieurwissenschaften - Künstliche Intelligenz, Note: 1,0, , Sprache: Deutsch, Abstract: Grundlage der vorliegenden Arbeit ist die Auseinandersetzung von Walter Hehl mit der Thematik in seinem Buchkapitel "Wissen, Verstehen und Intelligenz mit Software", in dem er auf die verschiedenen Fähigkeiten zur Beantwortung von Fragen durch IT-Systeme eingeht und vor allem die Methodik von Watson anhand der Quizshow Jeopardy! genauer erläutert. Um einen geeigneten Rahmen dafür zu bilden, wird zunächst erläutert, wie kognitive Systeme definiert werden können und prägnant deren historische Entwicklung betrachtet. Im Hauptteil wird auf die Beantwortung von Fragestellungen durch IT-Systeme und dabei aufkommende Problemstellungen; sowie im Speziellen auf die Methoden des Watson-Systems am Jeopardy!- Beispiel eingegangen und mögliche Anwendungsbereiche von kognitiven Systemen aufgezeigt. Abschließend werden die wichtigsten Ergebnisse der Arbeit zusammengefasst, die Arbeit und Vorgehensweise kritisch reflektiert und ein Ausblick in die Zukunft gegeben. Aufgrund des Rahmens der vorliegenden Arbeit und der Thematisierung von IBM Watson in dem zugrundeliegenden Artikel; bezieht sich der Oberbegriff von kognitiven Systemen bzw. Cognitive Computing insbesondere auf die Watson-Technologie des Unternehmens IBM. Zur genauen Betrachtung der Historie von kognitiven Systemen eignet sich deren historische Einordnung in die drei möglichen Ären der Rechensysteme. In der ersten, tabellarisierenden Ära von ca. 1900 bis 1940 wurden mit mechanischen Maschinen die funktionalen Grundzüge von Computern ergründet. Lochkarten dienten u.A. der ersten Umsetzung des EDV-Prinzips. Die folgende programmierende Ära, welche von 1950 bis heute anhält, beschreibt den Wandel von den mechanischen zu den elektronischen Systemen und umfasst somit alle programmierbaren Systeme, welche noch heutzutage unseren Alltag bestimmen wie Laptops, Tablets und Smartphones. Die...
Business Intelligence in Healthcare with IBM Watson Analytics
CreateSpace Independent Publishing Platform
EUR 20,68
Smart Machines - IBM′s Watson and the Era of Cognitive Computing (Columbia Business School Publishing)
Columbia Univers. Press
EUR 18,14
We are crossing a new frontier in the evolution of computing and entering the era of cognitive systems. The victory of IBM's Watson on the television quiz show Jeopardy! revealed how scientists and engineers at IBM and elsewhere are pushing the boundaries of science and technology to create machines that sense, learn, reason, and interact with people in new ways to provide insight and advice. In Smart Machines, John E. Kelly III, director of IBM Research, and Steve Hamm, a writer at IBM and a former business and technology journalist, introduce the fascinating world of "cognitive systems" to general audiences and provide a window into the future of computing. Cognitive systems promise to penetrate complexity and assist people and organizations in better decision making. They can help doctors evaluate and treat patients, augment the ways we see, anticipate major weather events, and contribute to smarter urban planning.Kelly and Hamm's comprehensive perspective describes this technology inside and out and explains how it will help us conquer the harnessing and understanding of "big data," one of the major computing challenges facing businesses and governments in the coming decades. Absorbing and impassioned, their book will inspire governments, academics, and the global tech industry to work together to power this exciting wave in innovation.
Hands-On Machine Learning with IBM Watson: Leveraging IBM Watson to implement machine Learning techniques and algorithms using Python (English Edition)
Packt Publishing
Learn and build complete machine learning systems with offerings of IBM Cloud and Watson Machine learning servicesKey FeaturesUnderstand key characteristics of the IBM machine learning servicesData representation and feature extraction in any machine learning systemRun supervised and unsupervised techniques in the cloudLearn to create a Spark pipeline in Watson StudioImplement deep learning and neural networks on the IBM cloud with TensorflowCreate a complete cloud-based facial expression classification solutionUse biometrics traits to build cloud-based human identification systemBook DescriptionThis book serves as a complete guide to get well-versed with machine learning on the IBM Cloud Using Python. You will learn to build complete machine learning solutions with a focus on the role of data representation and feature extraction.This book will start with supervised and unsupervised machine learning concepts with an overview of IBM Cloud and Watson Machine learning service. You will learn how to run various techniques such as K-Means Clustering, KNN, Time series prediction, Visual recognition and text-to-speech in IBM cloud with the real-world examples. You will learn to create a Spark pipeline in Watson Studio. The book will also guide you to deep learning and neural networks principles on the IBM cloud with Tensorflow. You will learn to build chatbot using NLP techniques. Later you will cover three powerful case studies such as the facial expression classification platform, Automated Classification of Lithofacies, and Multi-biometric identity authentication platform to get well-versed with the methodologies.By the end of the book, the reader will be well-positioned to build efficient machine learning solutions on the IBM cloud. You will be well-equipped with real-world examples to draw insights from the data at hand.What you will learnUnderstand key characteristics of the IBM machine learning servicesData representation and feature extraction in any machine learning systemRun supervised and unsupervised techniques in the cloudLearn to create a Spark pipeline in Watson StudioImplement deep learning and neural networks on the IBM cloud with TensorflowCreate a complete cloud-based facial expression classification solutionUse biometrics traits to build cloud-based human identification system Who This Book Is ForThis book is for Data Scientists and Machine Learning Engineers who would like to get introduced to the IBM Cloud and its Machine learning services using practical examples. Basic Python knowledge and limited understanding of Machine Learning will be beneficial.
Cognitive Cooking with Chef Watson: Recipes for Innovation from IBM & the Institute of Culinary Education
Sourcebooks, Inc
EUR 133,99
[ Cognitive Cooking with Chef Watson: Recipes for Innovation from IBM & the Institute of Culinary Education IBM ( Author ) ] { Hardcover } 2015
The Maverick and His Machine: Thomas Watson, Sr. and the Making of IBM
Wiley
EUR 26,17
The Maverick and His Machine The first complete look at one of America's legendary business leaders This groundbreaking biography by Kevin Maney, acclaimed technology columnist for USA Today, offers fresh insight and new information on one of the twentieth century's greatest business figures. Over the course of forty-two years, Thomas J.
Final Jeopardy: The Story of Watson, the Computer That Will Transform Our World
Mariner Books
EUR 11,17
Final Jeopardy The thrilling history and behind-the-scenes story of Watson, the computer created by IBM scientists to take on two masters of "Jeopardy!, " Ken Jennings and Brad Rutter, in a fast-paced look at how smart machines will change our world. Full description